datadrivenconstruction/DDC_Skills_for_AI_Agents_in_Construction

datadrivenconstruction/DDC_Skills_for_AI_Agents_in_Construction

Skill Claude CodeCodex

Merge pandas DataFrames from multiple construction sources. Handle different schemas, keys, and data quality issues.

datadrivenconstruction/DDC_Skills_for_AI_Agents_in_Construction

Skill Claude CodeCodex

Automate construction data processing using LLM (ChatGPT, Claude, LLaMA). Generate Python/Pandas scripts, extract data from documents, and create automated pipelines without deep programming knowledge.

datadrivenconstruction/DDC_Skills_for_AI_Agents_in_Construction

Skill Claude CodeCodex

Comprehensive Pandas toolkit for construction data analysis. Filter, group, aggregate BIM elements, calculate quantities, merge datasets, and generate reports from structured construction data.

datadrivenconstruction/DDC_Skills_for_AI_Agents_in_Construction

Skill Claude CodeCodex

Build RAG systems for construction knowledge bases. Create searchable AI-powered construction document systems.

datadrivenconstruction/DDC_Skills_for_AI_Agents_in_Construction

Skill Claude CodeCodex

Convert CAD/BIM files to structured data. Extract element data from Revit, IFC, DWG, DGN files.

datadrivenconstruction/DDC_Skills_for_AI_Agents_in_Construction

Skill Claude CodeCodex

Analyze construction drawings to extract dimensions, annotations, symbols, and metadata. Support quantity takeoff and design review automation.

datadrivenconstruction/DDC_Skills_for_AI_Agents_in_Construction

Skill Claude CodeCodex

Extract data from construction images using AI Vision. Analyze site photos, scanned documents, drawings.

datadrivenconstruction/DDC_Skills_for_AI_Agents_in_Construction

Skill Claude CodeCodex

Extract structured data from construction PDFs. Convert specifications, BOMs, schedules, and reports from PDF to Excel/CSV/JSON. Use OCR for scanned documents and pdfplumber for native PDFs.

datadrivenconstruction/DDC_Skills_for_AI_Agents_in_Construction

Skill Claude CodeCodex

Extract structured data from construction specifications. Parse CSI sections, requirements, submittals, and product data from spec documents.

datadrivenconstruction/DDC_Skills_for_AI_Agents_in_Construction

Skill Claude CodeCodex

Design data models for construction projects. Create entity-relationship diagrams, define schemas, and generate database structures.

datadrivenconstruction/DDC_Skills_for_AI_Agents_in_Construction

Skill Claude CodeCodex

Check data compliance with construction standards. Validate data against ISO 19650, IFC, COBie, UniFormat standards.

datadrivenconstruction/DDC_Skills_for_AI_Agents_in_Construction

Skill Claude CodeCodex

Detect anomalies and outliers in construction data: unusual costs, schedule variances, productivity spikes. Statistical and ML-based detection methods.

datadrivenconstruction/DDC_Skills_for_AI_Agents_in_Construction

Skill Claude CodeCodex

Track data origin, transformations, and flow through construction systems. Essential for audit trails, compliance, and debugging data issues.

datadrivenconstruction/DDC_Skills_for_AI_Agents_in_Construction

Skill Claude CodeCodex

Assess construction data quality using completeness, accuracy, consistency, timeliness, and validity metrics. Automated validation with regex patterns, thresholds, and reporting.

datadrivenconstruction/DDC_Skills_for_AI_Agents_in_Construction

Skill Claude CodeCodex

Build validation rules for construction data. Create RegEx and logic-based validation for BIM elements, cost codes, and schedule data.

datadrivenconstruction/DDC_Skills_for_AI_Agents_in_Construction

Skill Claude CodeCodex

Calculate construction costs using resource-based method. Estimate project costs from work items, physical resource norms, and current prices.

datadrivenconstruction/DDC_Skills_for_AI_Agents_in_Construction

Skill Claude CodeCodex

Build construction project estimates. Generate detailed cost breakdowns with labor, materials, equipment, and overhead.

datadrivenconstruction/DDC_Skills_for_AI_Agents_in_Construction

Skill Claude CodeCodex

Analyze historical construction costs for benchmarking, trend analysis, and estimating calibration. Compare projects, track escalation, identify patterns.

datadrivenconstruction/DDC_Skills_for_AI_Agents_in_Construction

Skill Claude CodeCodex

Calculate construction labor rates with overhead, benefits, and productivity factors. Regional rate databases and crew composition.

datadrivenconstruction/DDC_Skills_for_AI_Agents_in_Construction

Skill Claude CodeCodex

Manage construction unit price databases: update prices, track vendors, apply location factors, maintain historical records. Essential for accurate estimating.

datadrivenconstruction/DDC_Skills_for_AI_Agents_in_Construction

Skill Claude CodeCodex

Automatically generate estimates from QTO data. Apply pricing rules to BIM quantities for cost estimates.

datadrivenconstruction/DDC_Skills_for_AI_Agents_in_Construction

Skill Claude CodeCodex

Extract quantities from BIM/CAD data for cost estimation. Group by type, level, zone. Generate QTO reports.

datadrivenconstruction/DDC_Skills_for_AI_Agents_in_Construction

Skill Claude CodeCodex

Generate Quantity Take-Off (QTO) reports from BIM/CAD data. Extract volumes, areas, counts by category. Group elements, apply calculation rules, and create cost estimates automatically.

datadrivenconstruction/DDC_Skills_for_AI_Agents_in_Construction

Skill Claude CodeCodex

Create 4D construction simulations by linking BIM elements to project schedules. Generate time-based visualizations, sequence analysis, and construction phasing with Gantt integration.